Benchmark result
KAT-Coder-V2.5-Dev-oQ8e on Apple M5 Max — 99.9 tok/s
Measured with oMLX 0.5.7 on August 12, 2026.
What the model built
Open full screen →The coding scenario asks for a playable game in a single HTML file. This is exactly what the model returned, unedited; the frame only adds a line that tells this page how tall it is.
Reproduce this run
tooloMLX 0.5.7
modelKAT-Coder-V2.5-Dev-oQ8e
context65,536
clientv0.4.36+97
Set those in oMLX, then:
llm-benchmark benchmark --model "KAT-Coder-V2.5-Dev-oQ8e" --tool "oMLX"The client prompts for context length and thinking mode, and for the KV cache dtype on Unsloth Studio. Sampling is left at the model default — the values above are what the tool reported using, not overrides the client sent.